DocumentCode
328049
Title
A nonuniform segmentation approach based on Kohonen network for isolated word speech recognition
Author
Figueiredo, Fabricio L. ; Violaro, Fabio
Author_Institution
DECOM, Univ. de Campinas, Brazil
fYear
1998
fDate
9-13 Aug 1998
Firstpage
130
Abstract
This paper describes an algorithm for nonuniform segmentation of isolated words using a Kohonen neural network. This procedure performs a temporal normalization necessary to allow the multilayer perception neural network to be used to recognize the spoken words
Keywords
multilayer perceptrons; self-organising feature maps; speech recognition; Kohonen neural network; isolated word speech recognition; multilayer perception neural network; nonuniform segmentation; temporal normalization; Acoustic distortion; Distortion measurement; Iterative algorithms; Leg; Nearest neighbor searches; Neural networks; Partitioning algorithms; Signal mapping; Speech recognition; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Telecommunications Symposium, 1998. ITS '98 Proceedings. SBT/IEEE International
Conference_Location
Sao Paulo
Print_ISBN
0-7803-5030-8
Type
conf
DOI
10.1109/ITS.1998.713104
Filename
713104
Link To Document